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coupled oscillator

6 papers

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model-based control (1) lyapunov stability (1) physiological signal (1) linear dynamical system (1) kuramoto model (1) electromagnetic articulography (1) speech production (1) soft robot (1) graph neural network (1) neural network (1)

Papers

From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach AISTATS 2024 Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space NeurIPS 2024 Neural Oscillators are Universal NeurIPS 2023 Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies ICLR 2021 Strength and Structure: Coupling Tones with Oral Constriction Gestures Interspeech 2019 Moderated and Drifting Linear Dynamical Systems ICML 2015